{"id":"W2325628549","doi":"10.1097/scs.0b013e318254369b","title":"Primary Orbital Fracture Repair","year":2012,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Population; Facial symmetry; Anthropometry; Eyelid; Orbital Fracture; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053205,0.000173055,0.0006498296,0.0002482875,0.00007138026,0.00001862619,0.00006676161,0.000145592,0.0006001873],"category_scores_gemma":[0.0003193415,0.0001279867,0.0007630642,0.0001962368,0.00005694478,0.0004120592,0.00002462298,0.0004416611,0.00005689761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151708,"about_ca_system_score_gemma":0.0001365479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001019435,"about_ca_topic_score_gemma":3.436712e-7,"domain_scores_codex":[0.9981625,0.00005350663,0.0006883925,0.00009414622,0.0006303026,0.0003711638],"domain_scores_gemma":[0.9987516,0.0001659772,0.000369836,0.0001682571,0.0001731414,0.0003711822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001688803,0.001056259,0.7790297,0.0002666792,0.000545882,0.001037019,0.0007207483,0.000008313898,0.001187628,0.000127886,0.1880488,0.02628235],"study_design_scores_gemma":[0.0003346935,0.00006938653,0.6386259,0.00006537304,0.0001559906,0.0004332133,0.00007000514,7.87227e-7,0.0001264468,0.00004113363,0.3599719,0.0001051496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750947,0.001422408,0.001099457,0.002531447,0.003838861,0.0001778515,0.000003531119,0.00007437615,0.0157574],"genre_scores_gemma":[0.9919608,0.0001005123,0.0006748972,0.003440169,0.003407087,0.000001266751,0.000005788354,0.00002478804,0.0003847351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1719231,"threshold_uncertainty_score":0.657163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257514832529398,"score_gpt":0.2632772783550089,"score_spread":0.2407021300297149,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}